It's unclear as to whether she shows people visions of possible futures or just
purely nightmare scenarios created by their own minds, especially since Thor's vision seems to be a potential portent which sends him scampering back to Asgard at the end of the film, but its her powers that results in the creation of Ultron, and Iron - Man going head - to - head with the Hulk.